Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9391788 0.7903674 0.5078943
bt 0.9302254 0.7270763 0.4837924
maxnet 0.9123186 0.6665638 NA
gam 0.8873109 0.7415869 -0.8380077
glm 0.8974992 0.6764433 0.3179358

Variable Importance

Partial Dependence